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1.
Microb Pathog ; 122: 156-161, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29800696

ABSTRACT

Gastric cancer risk and adverse ramifications by augmented multi-drug resistance (MDR) of Helicobacter pylori are alarming serious health concern. Combating through available drugs is a difficult task due to lack of appropriate common targets against genetically diverse strains. To improve efficacy, the effective targets should be identified and critically assessed. In the present study, we aim to predict the potential novel targets against H. pylori strains by employing computer aided approach. The genomic dataset of 53 H. pylori strains was comparatively processed and eventually predicted 826 'conserved gene products'. Further, we performed subtractive genomic approach in search of promising crucial targets through the combination of in silico analyses. Codon adaptation index (CAI) value calculation and literature surveys were also done in order to find highly expressed gene products with novelty. Consequently, four enzymes and three membrane proteins were prioritized as new therapeutic and vaccine targets respectively which found to have more interactors in network with high-confidence score, druggability, antigenicity and molecular weight <110 kDa. Therefore, our results underpin the importance of new targets may counteract with false-positive/negatives and facilitate appropriate potential targets for a new insight of reliable therapeutic development.


Subject(s)
Anti-Bacterial Agents/isolation & purification , Bacterial Vaccines/isolation & purification , Computational Biology/methods , Drug Discovery/methods , Helicobacter pylori/genetics , Anti-Bacterial Agents/pharmacology , Bacterial Vaccines/immunology , Drug Design , Genetic Association Studies/methods
2.
PLoS Genet ; 10(4): e1004242, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24763282

ABSTRACT

Folate-sensitive fragile sites (FSFS) are a rare cytogenetically visible subset of dynamic mutations. Of the eight molecularly characterized FSFS, four are associated with intellectual disability (ID). Cytogenetic expression results from CGG tri-nucleotide-repeat expansion mutation associated with local CpG hypermethylation and transcriptional silencing. The best studied is the FRAXA site in the FMR1 gene, where large expansions cause fragile X syndrome, the most common inherited ID syndrome. Here we studied three families with FRA2A expression at 2q11 associated with a wide spectrum of neurodevelopmental phenotypes. We identified a polymorphic CGG repeat in a conserved, brain-active alternative promoter of the AFF3 gene, an autosomal homolog of the X-linked AFF2/FMR2 gene: Expansion of the AFF2 CGG repeat causes FRAXE ID. We found that FRA2A-expressing individuals have mosaic expansions of the AFF3 CGG repeat in the range of several hundred repeat units. Moreover, bisulfite sequencing and pyrosequencing both suggest AFF3 promoter hypermethylation. cSNP-analysis demonstrates monoallelic expression of the AFF3 gene in FRA2A carriers thus predicting that FRA2A expression results in functional haploinsufficiency for AFF3 at least in a subset of tissues. By whole-mount in situ hybridization the mouse AFF3 ortholog shows strong regional expression in the developing brain, somites and limb buds in 9.5-12.5dpc mouse embryos. Our data suggest that there may be an association between FRA2A and a delay in the acquisition of motor and language skills in the families studied here. However, additional cases are required to firmly establish a causal relationship.


Subject(s)
Fos-Related Antigen-2/genetics , Nuclear Proteins/genetics , Trinucleotide Repeat Expansion/genetics , Alleles , Chromosome Fragile Sites/genetics , DNA Methylation/genetics , Female , Gene Expression/genetics , Humans , Intellectual Disability/genetics , Male , Phenotype , Polymorphism, Single Nucleotide/genetics , Promoter Regions, Genetic/genetics
3.
BMC Genomics ; 15: 449, 2014 Jun 09.
Article in English | MEDLINE | ID: mdl-24912484

ABSTRACT

BACKGROUND: Recent developments in deep (next-generation) sequencing technologies are significantly impacting medical research. The global analysis of protein coding regions in genomes of interest by whole exome sequencing is a widely used application. Many technologies for exome capture are commercially available; here we compare the performance of four of them: NimbleGen's SeqCap EZ v3.0, Agilent's SureSelect v4.0, Illumina's TruSeq Exome, and Illumina's Nextera Exome, all applied to the same human tumor DNA sample. RESULTS: Each capture technology was evaluated for its coverage of different exome databases, target coverage efficiency, GC bias, sensitivity in single nucleotide variant detection, sensitivity in small indel detection, and technical reproducibility. In general, all technologies performed well; however, our data demonstrated small, but consistent differences between the four capture technologies. Illumina technologies cover more bases in coding and untranslated regions. Furthermore, whereas most of the technologies provide reduced coverage in regions with low or high GC content, the Nextera technology tends to bias towards target regions with high GC content. CONCLUSIONS: We show key differences in performance between the four technologies. Our data should help researchers who are planning exome sequencing to select appropriate exome capture technology for their particular application.


Subject(s)
Exome , High-Throughput Nucleotide Sequencing/methods , High-Throughput Nucleotide Sequencing/standards , Base Composition , Humans , INDEL Mutation , Neoplasms/genetics , Polymorphism, Single Nucleotide , Reproducibility of Results
4.
Comp Funct Genomics ; 2011: 878973, 2011.
Article in English | MEDLINE | ID: mdl-21860605

ABSTRACT

Accurate functional annotation of protein sequences is hampered by important factors such as the failure of sequence search methods to identify relationships and the inherent diversity in function of proteins related at low sequence similarities. Earlier, we had employed intermediate sequence search approach to establish new domain relationships in the unassigned regions of gene products at the whole genome level by taking Mycoplasma gallisepticum as a specific example and established new domain relationships. In this paper, we report a detailed comparison of the conservation status of the domain and domain architectures of the gene products that bear our newly predicted domains amongst 14 other Mycoplasma genomes and reported the probable implications for the organisms. Some of the domain associations, observed in Mycoplasma that afflict humans and other non-human primates, are involved in regulation of solute transport and DNA binding suggesting specific modes of host-pathogen interactions.

5.
Nat Genet ; 52(2): 187-197, 2020 02.
Article in English | MEDLINE | ID: mdl-31913353

ABSTRACT

Using genome-wide clustered regularly interspaced short palindromic repeats (CRISPR) screens to understand endocrine drug resistance, we discovered ARID1A and other SWI/SNF complex components as the factors most critically required for response to two classes of estrogen receptor-alpha (ER) antagonists. In this context, SWI/SNF-specific gene deletion resulted in drug resistance. Unexpectedly, ARID1A was also the top candidate in regard to response to the bromodomain and extraterminal domain inhibitor JQ1, but in the opposite direction, with loss of ARID1A sensitizing breast cancer cells to bromodomain and extraterminal domain inhibition. We show that ARID1A is a repressor that binds chromatin at ER cis-regulatory elements. However, ARID1A elicits repressive activity in an enhancer-specific, but forkhead box A1-dependent and active, ER-independent manner. Deletion of ARID1A resulted in loss of histone deacetylase 1 binding, increased histone 4 lysine acetylation and subsequent BRD4-driven transcription and growth. ARID1A mutations are more frequent in treatment-resistant disease, and our findings provide mechanistic insight into this process while revealing rational treatment strategies for these patients.


Subject(s)
Breast Neoplasms/drug therapy , Cell Cycle Proteins/metabolism , DNA-Binding Proteins/metabolism , Histone Deacetylase 1/metabolism , Transcription Factors/metabolism , Acetylation , Animals , Breast Neoplasms/mortality , Breast Neoplasms/pathology , Cell Cycle Proteins/genetics , Cell Proliferation , Clustered Regularly Interspaced Short Palindromic Repeats , DNA-Binding Proteins/genetics , Drug Resistance, Neoplasm/genetics , Estrogen Receptor alpha/genetics , Estrogen Receptor alpha/metabolism , Female , Gene Expression Regulation, Neoplastic , Hepatocyte Nuclear Factor 3-alpha/genetics , Hepatocyte Nuclear Factor 3-alpha/metabolism , Histone Deacetylase 1/genetics , Humans , MCF-7 Cells , Mice, Inbred NOD , Transcription Factors/genetics , Xenograft Model Antitumor Assays
7.
J Biomol Struct Dyn ; 37(14): 3740-3750, 2019 09.
Article in English | MEDLINE | ID: mdl-30580658

ABSTRACT

The developing potent vaccine is a pre-emptive strategy to tackle drug abuses and maladies of multidrug-resistant Helicobacter pylori strains. Ongoing vaccine studies are being conducted, however, development is in its infancy as ineffective vaccine targets might be. So, the linear perspective may indicate the need for potent subunit vaccine variants. Here, surface-exposed membrane proteins out of 826 common proteins of 53 H. pylori strains were chosen for analysis, as a follow-up to previous studies; these proteins are responsible for antigenicity to elicit the immune response. Antigenic determinant regions on prognostic targets were evaluated in the successive peptide screening using experimental T-cell epitope positive control and optimized with eminent immunoinformatics algorithms. In the milieu of docking, an ensemble of 2200 multiple conformers of complexes of modeled peptide and human leukocyte antigen- antigenD Related Beta-chain (HLA-DRB) was generated. Prioritized physics-based Molecular Mechanics-Generalized Born Surface Area approach coupled with bond length monitoring paved the improvement of prediction accuracy with binding potency estimations. ΔGbind free energy, interaction patterns, enrichment factor contributions and root-mean-square deviation predictions evidenced the existence of better binding affinities of four novel peptides hits with predominant allotype HLA-DR alleles than co-crystal controls. Moreover, conformational plasticity and stability assessments of the better ranked complex epitope-2 (86-FRRNPNINV-94) - HLA-DRB5*0101 formulated in dynamic simulations of 10,416 trajectories depicted stable interaction profile that correlated with docking endpoints. Thus, the proposed novel vaccine cocktails of the study would be ideal candidates and provide new insights for T-cell driven subunit vaccine design against H. pylori strains Communicated by Ramaswamy H. Sarma.


Subject(s)
Drug Design , Epitopes, T-Lymphocyte/immunology , Helicobacter pylori/immunology , Vaccines, Subunit/immunology , Animals , Antigens/immunology , Calibration , Histocompatibility Antigens Class II/metabolism , Mice , Molecular Docking Simulation , Molecular Dynamics Simulation , Peptides/immunology , Reproducibility of Results , Static Electricity , Thermodynamics
8.
Cancer Res ; 79(16): 4173-4183, 2019 08 15.
Article in English | MEDLINE | ID: mdl-31239270

ABSTRACT

To define transcriptional dependencies of triple-negative breast cancer (TNBC), we identified transcription factors highly and specifically expressed in primary TNBCs and tested their requirement for cell growth in a panel of breast cancer cell lines. We found that EN1 (engrailed 1) is overexpressed in TNBCs and its downregulation preferentially and significantly reduced viability and tumorigenicity in TNBC cell lines. By integrating gene expression changes after EN1 downregulation with EN1 chromatin binding patterns, we identified genes involved in WNT and Hedgehog signaling, neurogenesis, and axonal guidance as direct EN1 transcriptional targets. Quantitative proteomic analyses of EN1-bound chromatin complexes revealed association with transcriptional repressors and coactivators including TLE3, TRIM24, TRIM28, and TRIM33. High expression of EN1 correlated with short overall survival and increased risk of developing brain metastases in patients with TNBC. Thus, EN1 is a prognostic marker and a potential therapeutic target in TNBC. SIGNIFICANCE: These findings show that the EN1 transcription factor regulates neurogenesis-related genes and is associated with brain metastasis in triple-negative breast cancer.


Subject(s)
Brain Neoplasms/secondary , Homeodomain Proteins/genetics , Triple Negative Breast Neoplasms/mortality , Triple Negative Breast Neoplasms/pathology , Brain Neoplasms/genetics , Brain Neoplasms/mortality , Co-Repressor Proteins/genetics , Co-Repressor Proteins/metabolism , Female , Gene Expression Regulation, Neoplastic , Humans , MCF-7 Cells , Prognosis , Transcription Factors/genetics , Triple Negative Breast Neoplasms/genetics , Xenograft Model Antitumor Assays
9.
Cell Stem Cell ; 23(3): 436-443.e7, 2018 09 06.
Article in English | MEDLINE | ID: mdl-30100168

ABSTRACT

The intestinal epithelium is largely maintained by self-renewing stem cells but with apparently committed progenitors also contributing, particularly following tissue damage. However, the mechanism of, and requirement for, progenitor plasticity in mediating pathological response remain unknown. Here we show that phosphorylation of the transcription factor Atoh1 is required for both the contribution of secretory progenitors to the stem cell pool and for a robust regenerative response. As confirmed by lineage tracing, Atoh1+ cells (Atoh1(WT)CreERT2 mice) give rise to multilineage intestinal clones both in the steady state and after tissue damage. In a phosphomutant Atoh1(9S/T-A)CreERT2 line, preventing phosphorylation of ATOH1 protein acts to promote secretory differentiation and inhibit the contribution of progenitors to self-renewal. Following chemical colitis, Atoh1+ cells of Atoh1(9S/T-A)CreERT2 mice have reduced clonogenicity that affects overall regeneration. Progenitor plasticity maintains robust self-renewal in the intestinal epithelium, and the balance between stem and progenitor fate is directly coordinated by ATOH1 multisite phosphorylation.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/metabolism , Intestinal Mucosa/metabolism , Regeneration , Animals , Basic Helix-Loop-Helix Transcription Factors/genetics , Cell Differentiation , Cell Line, Tumor , Female , Humans , Male , Mice , Mice, Inbred C57BL , Phosphorylation
10.
Nat Commun ; 9(1): 2311, 2018 06 13.
Article in English | MEDLINE | ID: mdl-29899353

ABSTRACT

Understanding the dynamics of endogenous protein-protein interactions in complex networks is pivotal in deciphering disease mechanisms. To enable the in-depth analysis of protein interactions in chromatin-associated protein complexes, we have previously developed a method termed RIME (Rapid Immunoprecipitation Mass spectrometry of Endogenous proteins). Here, we present a quantitative multiplexed method (qPLEX-RIME), which integrates RIME with isobaric labelling and tribrid mass spectrometry for the study of protein interactome dynamics in a quantitative fashion with increased sensitivity. Using the qPLEX-RIME method, we delineate the temporal changes of the Estrogen Receptor alpha (ERα) interactome in breast cancer cells treated with 4-hydroxytamoxifen. Furthermore, we identify endogenous ERα-associated proteins in human Patient-Derived Xenograft tumours and in primary human breast cancer clinical tissue. Our results demonstrate that the combination of RIME with isobaric labelling offers a powerful tool for the in-depth and quantitative characterisation of protein interactome dynamics, which is applicable to clinical samples.


Subject(s)
Chromatin/metabolism , Mass Spectrometry/methods , Protein Interaction Mapping/methods , Animals , Breast Neoplasms/metabolism , Chromatin/chemistry , Chromatin/drug effects , Estrogen Receptor alpha/chemistry , Estrogen Receptor alpha/metabolism , Female , Heterografts , Humans , MCF-7 Cells , Mice , Multiprotein Complexes/chemistry , Multiprotein Complexes/metabolism , Protein Interaction Maps/drug effects , Selective Estrogen Receptor Modulators/pharmacology , Tamoxifen/analogs & derivatives , Tamoxifen/pharmacology
11.
Genome Biol ; 18(1): 39, 2017 02 24.
Article in English | MEDLINE | ID: mdl-28235418

ABSTRACT

Allele-specific measurements of transcription factor binding from ChIP-seq data are key to dissecting the allelic effects of non-coding variants and their contribution to phenotypic diversity. However, most methods of detecting an allelic imbalance assume diploid genomes. This assumption severely limits their applicability to cancer samples with frequent DNA copy-number changes. Here we present a Bayesian statistical approach called BaalChIP to correct for the effect of background allele frequency on the observed ChIP-seq read counts. BaalChIP allows the joint analysis of multiple ChIP-seq samples across a single variant and outperforms competing approaches in simulations. Using 548 ENCODE ChIP-seq and six targeted FAIRE-seq samples, we show that BaalChIP effectively corrects allele-specific analysis for copy-number variation and increases the power to detect putative cis-acting regulatory variants in cancer genomes.


Subject(s)
Alleles , Bayes Theorem , Binding Sites , Computational Biology/methods , Neoplasms/genetics , Neoplasms/metabolism , Transcription Factors/metabolism , Allelic Imbalance , Cell Line, Tumor , Chromatin Immunoprecipitation , DNA Copy Number Variations , Gene Amplification , Genotype , High-Throughput Nucleotide Sequencing , Humans , Quality Control , Reproducibility of Results , Workflow
12.
PLoS One ; 9(2): e88880, 2014.
Article in English | MEDLINE | ID: mdl-24551185

ABSTRACT

BACKGROUND: Nuclear receptors are a large structural class of transcription factors that act with their co-regulators and repressors to maintain a variety of biological and physiological processes such as metabolism, development and reproduction. They are activated through the binding of small ligands, which can be replaced by drug molecules, making nuclear receptors promising drug targets. Transcriptional regulation of the genes that encode them is central to gaining a deeper understanding of the diversity of their biochemical and biophysical roles and their role in disease and therapy. Even though they share evolutionary history, nuclear receptor genes have fundamentally different expression patterns, ranging from ubiquitously expressed to tissue-specific and spatiotemporally complex. However, current understanding of regulation in nuclear receptor gene family is still nascent. METHODOLOGY/PRINCIPAL FINDINGS: In this study, we investigate the relationship between long-range regulation of nuclear receptor family and their known functionality. Towards this goal, we identify the nuclear receptor genes that are potential targets based on counts of highly conserved non-coding elements. We validate our results using publicly available expression (RNA-seq) and histone modification (ChIP-seq) data from the ENCODE project. We find that nuclear receptor genes involved in developmental roles show strong evidence of long-range mechanism of transcription regulation with distinct cis-regulatory content they feature clusters of highly conserved non-coding elements distributed in regions spanning several Megabases, long and multiple CpG islands, bivalent promoter marks and statistically significant higher enrichment of enhancer mark around their gene loci. On the other hand nuclear receptor genes that are involved in tissue-specific roles lack these features, having simple transcriptional controls and a greater variety of mechanisms for producing paralogs. We further examine the combinatorial patterns of histone maps associated with dynamic functional elements in order to explore the regulatory landscape of the gene family. The results show that our proposed classification capturing long-range regulation is strongly indicative of the functional roles of the nuclear receptors compared to existing classifications. CONCLUSIONS/SIGNIFICANCE: We present a new classification for nuclear receptor gene family capturing whether a nuclear receptor is a possible target of long-range regulation or not. We compare our classification to existing structural (mechanism of action) and homology-based classifications. Our results show that understanding long-range regulation of nuclear receptors can provide key insight into their functional roles as well as evolutionary history; and this strongly merits further study.


Subject(s)
Gene Expression Regulation , Phylogeny , Receptors, Cytoplasmic and Nuclear/genetics , Regulatory Sequences, Nucleic Acid , Transcription, Genetic , Animals , CpG Islands , Genetic Loci , Histones/genetics , Histones/metabolism , Humans , Multigene Family , Promoter Regions, Genetic , Receptors, Cytoplasmic and Nuclear/classification , Signal Transduction , Transcription Factors/genetics , Transcription Factors/metabolism
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